Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "109" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 93 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 89 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.08% | 0.00% | 0.262947 | -0.474689 | 1.648959 | 1.658651 | 0.242405 | -0.397497 | 0.750266 | 0.740870 | 0.7624 | 0.7826 | 0.2518 | 3.068649 | 3.122741 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 0.00% | 0.851157 | -0.518712 | -0.279744 | -1.049961 | -0.757432 | -0.784679 | -0.085813 | 0.245713 | 0.6954 | 0.6941 | 0.2409 | 2.066271 | 2.475515 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.162891 | -0.626413 | -0.562162 | -0.681439 | -0.000142 | -0.150968 | 1.495718 | -0.118369 | 0.0320 | 0.0478 | 0.0012 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 1.485644 | -0.560933 | -0.367017 | -0.177420 | -0.891685 | -0.329838 | 0.168701 | -0.550369 | 0.6257 | 0.6386 | 0.3505 | 1.466388 | 1.509620 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 2.118626 | -0.335785 | -0.560565 | -0.677162 | -0.326810 | -0.675386 | -0.500446 | -0.525850 | 0.6350 | 0.6456 | 0.3419 | 1.992909 | 1.953947 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 0.828818 | -0.964452 | 1.830304 | 2.050438 | -0.298865 | 0.898927 | 0.187593 | 0.593740 | 0.6800 | 0.6807 | 0.2744 | 1.799689 | 1.945321 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 0.065745 | -0.351424 | -0.471058 | -0.577883 | -0.661937 | -0.597757 | -0.347947 | -0.717998 | 0.7360 | 0.7218 | 0.2222 | 2.328881 | 2.377656 |
| 2459587 | digital_ok | 0.00% | - | - | - | 2.80% | 0.00% | 1.077662 | -0.662957 | 0.434627 | -0.323334 | -0.901751 | -0.725508 | 0.693161 | 0.946230 | nan | nan | nan | 0.843322 | 0.863701 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 0.00% | -0.434391 | -0.632633 | 0.126090 | -0.101008 | -0.153913 | -0.502380 | 0.108174 | 0.067354 | 0.6348 | 0.6510 | 0.3326 | 1.513651 | 1.474770 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.089684 | 0.250136 | -0.380345 | 0.657073 | 0.958707 | 1.493672 | 0.318204 | 0.136895 | 0.0331 | 0.0628 | 0.0014 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.60% | 2.232505 | -0.593150 | -0.586861 | -0.993119 | 0.255398 | -0.068328 | 0.615897 | -0.106017 | 0.5803 | 0.5944 | 0.3413 | 1.299182 | 1.282866 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.23% | 0.00% | 1.013165 | -0.925641 | -0.782047 | -0.955102 | -0.148887 | -0.798346 | 0.965581 | -0.171289 | 0.6387 | 0.6530 | 0.3589 | 1.648338 | 1.720260 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.70% | 0.00% | 0.257087 | -1.000207 | -0.723104 | -0.799250 | -0.674677 | -1.012047 | -0.456542 | -0.694766 | 0.6446 | 0.6548 | 0.3630 | 1.614349 | 1.642422 |
| 2459581 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | 0.850810 | -0.855362 | -0.809393 | -0.728886 | -0.065163 | -0.805657 | 2.859993 | 0.263103 | 0.6473 | 0.6589 | 0.3606 | 1.652985 | 1.574739 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | 0.366094 | -1.043162 | -0.665887 | -0.790211 | -0.695761 | -0.827168 | -0.259119 | -0.467452 | 0.6457 | 0.6564 | 0.3663 | 1.723842 | 1.752472 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.469230 | 0.175743 | -0.655819 | -0.096706 | -0.389673 | 0.452714 | -0.326514 | -0.649544 | 0.0340 | 0.0605 | 0.0016 | nan | nan |
| 2459577 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.84% | 0.00% | 0.511802 | -0.672670 | -0.233243 | -0.648698 | -0.946433 | 0.026475 | -0.353688 | 3.284755 | 0.6703 | 0.6797 | 0.3637 | 1.545241 | 1.604236 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 0.54% | 0.586338 | -0.866370 | -0.655628 | -0.673545 | -1.060442 | -1.003828 | -0.720809 | -0.711857 | 0.7404 | 0.7450 | 0.3089 | 1.656828 | 1.754271 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 1.072382 | -0.981403 | -0.523677 | -0.836670 | -0.045963 | -0.379878 | 0.214315 | -0.410744 | 0.6699 | 0.6817 | 0.3589 | 1.532239 | 1.554180 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 1.470098 | -1.038335 | -0.760532 | -0.854122 | -1.087272 | -1.078036 | -0.821787 | -0.289137 | 0.6583 | 0.6729 | 0.3657 | 1.460570 | 1.529572 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.908096 | -1.054648 | -0.506435 | -0.812701 | -0.857632 | -0.814197 | -0.415258 | -0.347440 | 0.6596 | 0.6705 | 0.3664 | 1.535758 | 1.608207 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.255349 | 0.184062 | -0.780869 | -0.201344 | -1.149055 | -0.725712 | -0.418051 | -1.372678 | 0.0282 | 0.0426 | 0.0012 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 1.200627 | -1.014276 | -0.426062 | -0.943004 | -0.804883 | -0.997052 | -0.576245 | -1.021488 | 0.7501 | 0.7561 | 0.2252 | 2.280961 | 2.096604 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 1.822608 | -0.884003 | -0.527244 | -0.804817 | -1.157155 | -0.775041 | 0.616293 | -0.274756 | 0.6564 | 0.6655 | 0.3741 | 1.631460 | 1.623504 |
| 2459565 | digital_ok | 0.00% | - | - | - | 93.33% | 0.00% | 1.518751 | 1.518751 | 1.412081 | 1.412081 | 0.654293 | 0.654293 | 0.137774 | 0.137774 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.00% | 2.980235 | -0.338179 | -0.114047 | -0.883994 | -0.403847 | -0.122299 | 1.625001 | 0.557315 | 0.6620 | 0.6665 | 0.3745 | 1.545395 | 1.543822 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 1.524318 | -0.799377 | -0.442144 | -0.861557 | -0.559199 | -0.564336 | -0.346460 | 0.895701 | 0.6622 | 0.6701 | 0.3666 | 1.710079 | 1.733124 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 1.394651 | -0.312607 | 0.001409 | -0.232451 | -0.047779 | 0.485123 | 0.001094 | 0.141864 | 0.6661 | 0.6751 | 0.3661 | 1.645955 | 1.650266 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.822241 | -0.957263 | -0.991823 | -1.188620 | -0.717641 | -0.292548 | -0.166461 | -0.674407 | 0.6709 | 0.6850 | 0.3635 | 1.634362 | 1.673383 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 1.646948 | -0.338039 | 0.017159 | -0.263937 | -0.127913 | 0.566844 | 1.217533 | -0.072553 | 0.6634 | 0.6722 | 0.3744 | 1.590861 | 1.581885 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.54% | 1.387697 | -0.574886 | -0.017327 | -0.502767 | -0.247048 | 0.685628 | 0.965036 | 0.434265 | 0.6668 | 0.6760 | 0.3610 | 1.581281 | 1.598145 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 1.769692 | -1.039987 | -0.666115 | -0.803026 | -1.056142 | -0.349276 | 1.158047 | -0.198360 | 0.6700 | 0.6782 | 0.3689 | 1.458937 | 1.458922 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0353 | 0.0809 | 0.0014 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 1.975945 | -0.706526 | -0.703933 | -0.722662 | -0.889048 | -0.590280 | -0.535422 | 0.012956 | 0.6653 | 0.6728 | 0.3677 | 1.580438 | 1.645808 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6704 | 0.6778 | 0.3757 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6704 | 0.6777 | 0.3742 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 1.321322 | -1.079169 | -0.739443 | -0.622787 | -0.601872 | -1.261918 | 0.966063 | -0.334106 | 0.6769 | 0.6832 | 0.3733 | 0.460097 | 0.467085 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.54% | 1.935140 | -0.544048 | -0.093770 | -0.461560 | -0.273247 | 0.211840 | -0.027496 | -0.143486 | 0.6619 | 0.6727 | 0.3730 | 1.577127 | 1.529315 |
| 2459550 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0449 | 0.0638 | 0.0007 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 2.183796 | -1.161276 | -0.643163 | -0.969132 | -0.978909 | 0.600122 | -0.511088 | -0.402454 | 0.6674 | 0.6812 | 0.3790 | 1.519924 | 1.504928 |
| 2459542 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.505541 | -1.122972 | -0.089773 | -0.972723 | -0.448950 | -0.580651 | 0.502760 | 0.214732 | 0.7318 | 0.7383 | 0.3327 | 4.766452 | 4.172095 |
| 2459541 | digital_ok | 0.00% | 1.79% | 1.79% | 0.00% | 21.88% | 0.00% | 1.603587 | -0.801240 | -0.949607 | -1.099732 | 0.656987 | -1.160603 | -0.086245 | -0.930471 | 0.7233 | 0.7250 | 0.3089 | 1.568134 | 1.562036 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.00% | 1.479945 | 0.000069 | -0.348190 | -0.322963 | -0.242606 | -1.553267 | 0.950073 | 0.611602 | 0.7318 | 0.7271 | 0.3232 | 1.513907 | 1.518521 |
| 2459536 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 6.174220 | 0.340672 | -0.235194 | -0.042679 | -0.430739 | -0.291883 | 6.382894 | 3.865097 | 0.0894 | 0.0817 | 0.0128 | 0.000000 | 0.000000 |
| 2459535 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.704016 | -0.485046 | -0.940207 | -1.049940 | -0.803789 | -1.690500 | 0.871223 | 1.329224 | 0.0898 | 0.0808 | 0.0125 | 1.359002 | 1.374995 |
| 2459534 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.449573 | -0.264811 | -0.205191 | -0.281379 | 0.599366 | -0.419204 | 1.576021 | 1.488923 | 0.1040 | 0.0813 | 0.0148 | 11.036063 | 5.968875 |
| 2459533 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.122409 | -0.101365 | -0.790184 | -0.733251 | -0.855028 | -0.367077 | -0.011224 | -0.238153 | 0.0964 | 0.0785 | 0.0154 | 32.484078 | 23.532344 |
| 2459532 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.353881 | -0.141403 | -0.716071 | -0.869731 | -0.558519 | -0.176926 | 0.440871 | 2.443367 | 0.0949 | 0.0789 | 0.0146 | 34.106339 | 24.842275 |
| 2459530 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.150265 | 0.055310 | -0.113753 | -0.316390 | -0.134967 | 0.065909 | 1.164089 | 3.659530 | 0.1018 | 0.0830 | 0.0189 | 0.000000 | 0.000000 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.399272 | -1.076656 | -0.746420 | -0.931443 | 0.093367 | 0.577863 | 1.082346 | -0.440887 | 0.9121 | 0.9404 | 0.2843 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 4.590724 | -0.954662 | -0.514520 | -0.680489 | 0.573985 | -0.003501 | 3.448789 | 0.399467 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 54.55% | 45.45% | 3.118416 | -0.261832 | -0.673261 | -0.625047 | 0.134092 | 1.018032 | 3.115038 | 0.348641 | 0.6722 | 0.7238 | 0.3437 | 0.000000 | 0.000000 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.123151 | 0.184346 | -0.607608 | -0.652393 | -0.969257 | 0.978839 | -0.564633 | -0.919294 | 0.0315 | 0.0691 | 0.0035 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | -0.319006 | -1.020923 | -0.989454 | -0.876955 | -0.037402 | 0.292724 | -0.294568 | -0.576381 | 0.9182 | 0.9583 | 0.1766 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 3.401005 | -0.986524 | -0.595419 | -0.928995 | -0.576382 | 0.268549 | 3.557375 | -0.045669 | 0.8958 | 0.8755 | 0.1757 | 5.900746 | 6.641265 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | 0.220346 | -1.081349 | -0.769465 | -0.501770 | -0.626040 | -0.720569 | 3.701085 | 3.403040 | 0.8806 | 0.8734 | 0.4493 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 76.74% | 0.00% | -0.030097 | -0.860561 | -0.208792 | -0.362021 | -0.692012 | -0.216717 | 1.129481 | 1.854953 | 0.8919 | 0.9207 | 0.3646 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.445409 | -1.046419 | -0.428274 | -1.178065 | -0.597976 | -0.441830 | 1.783716 | 1.881582 | 0.9033 | 0.9181 | 0.3602 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.37% | 0.00% | -0.169378 | -1.098954 | -0.739655 | -1.179407 | -0.494408 | -0.691210 | 0.258492 | 1.447789 | 0.9078 | 0.9471 | 0.1779 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.408646 | -0.886061 | -0.580205 | -0.659572 | -0.427345 | -0.645441 | 3.297958 | 0.887645 | 0.9084 | 0.9213 | 0.3880 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.37% | 0.00% | -0.478301 | -1.173234 | -0.404077 | -0.512796 | -0.651082 | -0.274043 | 2.566490 | 0.351151 | 0.9075 | 0.9358 | 0.3476 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.510995 | -1.524554 | -0.673381 | -0.675600 | -0.921245 | -0.687887 | -0.742968 | -0.576698 | 0.9212 | 0.9233 | 0.3858 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.457169 | -1.073581 | -0.783574 | -0.537465 | -0.668614 | -0.906734 | -0.786476 | -0.417079 | 0.9183 | 0.9199 | 0.4150 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.018435 | -1.167853 | -0.850018 | -1.008997 | -0.125677 | -0.458074 | 6.232811 | 1.780544 | 0.9116 | 0.9133 | 0.4177 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | 3.189678 | -1.457799 | -1.322703 | -0.203378 | -1.114903 | 0.896343 | 0.271081 | -0.584698 | 0.7760 | 0.8232 | 0.3153 | 0.144390 | 0.165046 |
| 2459491 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.384868 | -0.910708 | -1.207453 | -0.420406 | -0.669064 | 0.101114 | 1.055522 | 0.117635 | 0.8097 | 0.8352 | 0.2573 | 4.680364 | 3.911333 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | 2.799618 | -1.644256 | -1.691834 | -0.172498 | -0.463665 | 0.496656 | 3.401068 | 0.264870 | 0.7638 | 0.8176 | 0.3662 | 1.807108 | 1.616697 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | 3.276596 | -1.114739 | -1.428620 | -0.479601 | -0.682402 | 0.581673 | -0.192250 | 0.023468 | 0.7786 | 0.8225 | 0.3163 | 1.655995 | 1.565627 |
| 2459488 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 85.71% | 14.29% | 2.203824 | -1.089780 | -1.095232 | -0.406591 | -1.114254 | 0.682849 | 2.949513 | 0.810425 | 0.7798 | 0.8249 | 0.3452 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.954252 | 2.954252 | -0.718420 | -0.178076 | -0.916243 | -0.613028 | -0.516107 | -0.717791 | -0.024055 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 3.020198 | -0.493917 | 3.020198 | -0.992625 | 0.376161 | -0.504484 | -0.660506 | -0.411277 | -0.568741 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 3.650185 | 3.650185 | -0.379524 | -0.073731 | -0.821510 | -0.511874 | -0.446429 | -0.846052 | -0.107400 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.985169 | 2.985169 | -0.477157 | -0.439007 | -1.067855 | -0.783071 | -0.489311 | -1.157826 | 0.086676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.780071 | 2.780071 | -0.725343 | 0.086673 | -1.097550 | -0.096207 | 1.948840 | 0.320525 | 0.545010 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.793566 | 2.793566 | -0.978978 | 1.647961 | 1.056292 | 0.031518 | 0.056149 | -0.548758 | -0.683175 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 3.672653 | 3.672653 | -0.913064 | -0.124840 | -0.950950 | -0.510962 | -0.938334 | -0.659044 | -0.830024 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.434197 | -0.781926 | 1.434197 | -1.025125 | 0.069985 | -0.534512 | -0.333271 | -0.270601 | -0.500451 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.471878 | -0.689786 | 2.471878 | -0.865797 | 0.041675 | -0.251493 | -0.807639 | 0.401926 | -0.329321 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.882320 | 0.045703 | 2.882320 | -0.892323 | 0.013615 | -0.754945 | -0.255859 | 0.774556 | 0.840001 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 1.692621 | 0.498897 | -0.201356 | -0.236081 | -1.072435 | 1.636526 | -0.293324 | 1.692621 | -0.046177 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.591092 | 0.591092 | -0.730277 | -0.529085 | -0.972648 | -1.198021 | -0.270229 | -0.754768 | 0.000120 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.995474 | 1.995474 | -0.177525 | -0.526909 | -1.019349 | 0.113388 | 0.030383 | 0.647068 | 0.524321 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 3.510281 | -0.474192 | 3.510281 | -1.076577 | -0.053453 | -0.532776 | -0.388784 | -0.363365 | -0.451917 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.754762 | 2.754762 | -0.342979 | -0.260332 | -0.997500 | 0.025040 | -0.685575 | -0.282795 | -0.685461 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.958032 | -0.553457 | 2.958032 | -0.806788 | -0.111145 | -0.134456 | -0.715393 | -0.655984 | -0.339256 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.865627 | -0.516461 | 0.865627 | -0.794427 | -0.189696 | -0.494971 | -0.774700 | -0.731198 | -0.709057 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.009029 | -0.480022 | 0.009029 | -0.837391 | -0.895647 | -1.180849 | -1.270533 | -0.974404 | -1.009988 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Power | 1.658651 | 0.262947 | -0.474689 | 1.648959 | 1.658651 | 0.242405 | -0.397497 | 0.750266 | 0.740870 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.851157 | 0.851157 | -0.518712 | -0.279744 | -1.049961 | -0.757432 | -0.784679 | -0.085813 | 0.245713 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 1.495718 | -0.626413 | -0.162891 | -0.681439 | -0.562162 | -0.150968 | -0.000142 | -0.118369 | 1.495718 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.485644 | -0.560933 | 1.485644 | -0.177420 | -0.367017 | -0.329838 | -0.891685 | -0.550369 | 0.168701 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.118626 | 2.118626 | -0.335785 | -0.560565 | -0.677162 | -0.326810 | -0.675386 | -0.500446 | -0.525850 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Power | 2.050438 | -0.964452 | 0.828818 | 2.050438 | 1.830304 | 0.898927 | -0.298865 | 0.593740 | 0.187593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.065745 | 0.065745 | -0.351424 | -0.471058 | -0.577883 | -0.661937 | -0.597757 | -0.347947 | -0.717998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.077662 | -0.662957 | 1.077662 | -0.323334 | 0.434627 | -0.725508 | -0.901751 | 0.946230 | 0.693161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Power | 0.126090 | -0.434391 | -0.632633 | 0.126090 | -0.101008 | -0.153913 | -0.502380 | 0.108174 | 0.067354 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Variability | 1.493672 | 1.089684 | 0.250136 | -0.380345 | 0.657073 | 0.958707 | 1.493672 | 0.318204 | 0.136895 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.232505 | 2.232505 | -0.593150 | -0.586861 | -0.993119 | 0.255398 | -0.068328 | 0.615897 | -0.106017 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.013165 | 1.013165 | -0.925641 | -0.782047 | -0.955102 | -0.148887 | -0.798346 | 0.965581 | -0.171289 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.257087 | -1.000207 | 0.257087 | -0.799250 | -0.723104 | -1.012047 | -0.674677 | -0.694766 | -0.456542 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 2.859993 | -0.855362 | 0.850810 | -0.728886 | -0.809393 | -0.805657 | -0.065163 | 0.263103 | 2.859993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.366094 | 0.366094 | -1.043162 | -0.665887 | -0.790211 | -0.695761 | -0.827168 | -0.259119 | -0.467452 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Variability | 0.452714 | -0.469230 | 0.175743 | -0.655819 | -0.096706 | -0.389673 | 0.452714 | -0.326514 | -0.649544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Discontinuties | 3.284755 | -0.672670 | 0.511802 | -0.648698 | -0.233243 | 0.026475 | -0.946433 | 3.284755 | -0.353688 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.586338 | -0.866370 | 0.586338 | -0.673545 | -0.655628 | -1.003828 | -1.060442 | -0.711857 | -0.720809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.072382 | 1.072382 | -0.981403 | -0.523677 | -0.836670 | -0.045963 | -0.379878 | 0.214315 | -0.410744 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.470098 | -1.038335 | 1.470098 | -0.854122 | -0.760532 | -1.078036 | -1.087272 | -0.289137 | -0.821787 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.908096 | -1.054648 | 0.908096 | -0.812701 | -0.506435 | -0.814197 | -0.857632 | -0.347440 | -0.415258 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Shape | 0.184062 | 0.184062 | -0.255349 | -0.201344 | -0.780869 | -0.725712 | -1.149055 | -1.372678 | -0.418051 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.200627 | -1.014276 | 1.200627 | -0.943004 | -0.426062 | -0.997052 | -0.804883 | -1.021488 | -0.576245 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.822608 | -0.884003 | 1.822608 | -0.804817 | -0.527244 | -0.775041 | -1.157155 | -0.274756 | 0.616293 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Shape | 1.518751 | 1.518751 | 1.518751 | 1.412081 | 1.412081 | 0.654293 | 0.654293 | 0.137774 | 0.137774 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.980235 | 2.980235 | -0.338179 | -0.114047 | -0.883994 | -0.403847 | -0.122299 | 1.625001 | 0.557315 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.524318 | 1.524318 | -0.799377 | -0.442144 | -0.861557 | -0.559199 | -0.564336 | -0.346460 | 0.895701 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.394651 | 1.394651 | -0.312607 | 0.001409 | -0.232451 | -0.047779 | 0.485123 | 0.001094 | 0.141864 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 0.822241 | 0.822241 | -0.957263 | -0.991823 | -1.188620 | -0.717641 | -0.292548 | -0.166461 | -0.674407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.646948 | 1.646948 | -0.338039 | 0.017159 | -0.263937 | -0.127913 | 0.566844 | 1.217533 | -0.072553 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.387697 | 1.387697 | -0.574886 | -0.017327 | -0.502767 | -0.247048 | 0.685628 | 0.965036 | 0.434265 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.769692 | -1.039987 | 1.769692 | -0.803026 | -0.666115 | -0.349276 | -1.056142 | -0.198360 | 1.158047 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.975945 | -0.706526 | 1.975945 | -0.722662 | -0.703933 | -0.590280 | -0.889048 | 0.012956 | -0.535422 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.321322 | -1.079169 | 1.321322 | -0.622787 | -0.739443 | -1.261918 | -0.601872 | -0.334106 | 0.966063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.935140 | -0.544048 | 1.935140 | -0.461560 | -0.093770 | 0.211840 | -0.273247 | -0.143486 | -0.027496 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.183796 | 2.183796 | -1.161276 | -0.643163 | -0.969132 | -0.978909 | 0.600122 | -0.511088 | -0.402454 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 4.505541 | -1.122972 | 4.505541 | -0.972723 | -0.089773 | -0.580651 | -0.448950 | 0.214732 | 0.502760 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.603587 | -0.801240 | 1.603587 | -1.099732 | -0.949607 | -1.160603 | 0.656987 | -0.930471 | -0.086245 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.479945 | 0.000069 | 1.479945 | -0.322963 | -0.348190 | -1.553267 | -0.242606 | 0.611602 | 0.950073 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 6.382894 | 0.340672 | 6.174220 | -0.042679 | -0.235194 | -0.291883 | -0.430739 | 3.865097 | 6.382894 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Discontinuties | 1.329224 | 0.704016 | -0.485046 | -0.940207 | -1.049940 | -0.803789 | -1.690500 | 0.871223 | 1.329224 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 1.576021 | -0.264811 | 0.449573 | -0.281379 | -0.205191 | -0.419204 | 0.599366 | 1.488923 | 1.576021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 1.122409 | 1.122409 | -0.101365 | -0.790184 | -0.733251 | -0.855028 | -0.367077 | -0.011224 | -0.238153 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Discontinuties | 2.443367 | 2.353881 | -0.141403 | -0.716071 | -0.869731 | -0.558519 | -0.176926 | 0.440871 | 2.443367 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Discontinuties | 3.659530 | 0.055310 | 1.150265 | -0.316390 | -0.113753 | 0.065909 | -0.134967 | 3.659530 | 1.164089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 2.399272 | 2.399272 | -1.076656 | -0.746420 | -0.931443 | 0.093367 | 0.577863 | 1.082346 | -0.440887 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 4.590724 | 4.590724 | -0.954662 | -0.514520 | -0.680489 | 0.573985 | -0.003501 | 3.448789 | 0.399467 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 3.118416 | -0.261832 | 3.118416 | -0.625047 | -0.673261 | 1.018032 | 0.134092 | 0.348641 | 3.115038 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Variability | 0.978839 | 0.184346 | -0.123151 | -0.652393 | -0.607608 | 0.978839 | -0.969257 | -0.919294 | -0.564633 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Variability | 0.292724 | -1.020923 | -0.319006 | -0.876955 | -0.989454 | 0.292724 | -0.037402 | -0.576381 | -0.294568 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 7.409645 | 0.014928 | -0.737752 | -0.939590 | -1.052843 | 0.657928 | -0.272689 | 7.409645 | 1.200786 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 3.557375 | -0.986524 | 3.401005 | -0.928995 | -0.595419 | 0.268549 | -0.576382 | -0.045669 | 3.557375 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 3.701085 | 0.220346 | -1.081349 | -0.769465 | -0.501770 | -0.626040 | -0.720569 | 3.701085 | 3.403040 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Discontinuties | 1.854953 | -0.030097 | -0.860561 | -0.208792 | -0.362021 | -0.692012 | -0.216717 | 1.129481 | 1.854953 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Discontinuties | 1.881582 | -0.445409 | -1.046419 | -0.428274 | -1.178065 | -0.597976 | -0.441830 | 1.783716 | 1.881582 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Discontinuties | 1.447789 | -1.098954 | -0.169378 | -1.179407 | -0.739655 | -0.691210 | -0.494408 | 1.447789 | 0.258492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 3.297958 | -0.408646 | -0.886061 | -0.580205 | -0.659572 | -0.427345 | -0.645441 | 3.297958 | 0.887645 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 2.566490 | -1.173234 | -0.478301 | -0.512796 | -0.404077 | -0.274043 | -0.651082 | 0.351151 | 2.566490 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | -0.510995 | -0.510995 | -1.524554 | -0.673381 | -0.675600 | -0.921245 | -0.687887 | -0.742968 | -0.576698 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | nn Temporal Discontinuties | -0.417079 | -0.457169 | -1.073581 | -0.783574 | -0.537465 | -0.668614 | -0.906734 | -0.786476 | -0.417079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 6.232811 | -1.167853 | -1.018435 | -1.008997 | -0.850018 | -0.458074 | -0.125677 | 1.780544 | 6.232811 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 3.189678 | -1.457799 | 3.189678 | -0.203378 | -1.322703 | 0.896343 | -1.114903 | -0.584698 | 0.271081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 4.384868 | 4.384868 | -0.910708 | -1.207453 | -0.420406 | -0.669064 | 0.101114 | 1.055522 | 0.117635 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 3.401068 | -1.644256 | 2.799618 | -0.172498 | -1.691834 | 0.496656 | -0.463665 | 0.264870 | 3.401068 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Shape | 3.276596 | 3.276596 | -1.114739 | -1.428620 | -0.479601 | -0.682402 | 0.581673 | -0.192250 | 0.023468 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 10 | digital_ok | ee Temporal Discontinuties | 2.949513 | 2.203824 | -1.089780 | -1.095232 | -0.406591 | -1.114254 | 0.682849 | 2.949513 | 0.810425 |